Pinned Repositories
alumni
for alumni workshop
Anima-Scripts-Public
Open source processing scripts using Anima tools
AutoEncoderImageGenerator
An Autoencoder that generates images similar to input image
autoencoders_codes
batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
DDOSdetector
DDOS detector from netflow v9 using machine learning
LesionSeg
Multiple Sclerosis Lesion Segmentation with Tiramisu and 2.5D Stacked Slices
POPCORN
popcorn_docker
Reda-Abdellah's Repositories
Reda-Abdellah/batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
Reda-Abdellah/alumni
for alumni workshop
Reda-Abdellah/Anima-Scripts-Public
Open source processing scripts using Anima tools
Reda-Abdellah/LesionSeg
Multiple Sclerosis Lesion Segmentation with Tiramisu and 2.5D Stacked Slices
Reda-Abdellah/POPCORN
Reda-Abdellah/popcorn_docker
Reda-Abdellah/Connected_components_PyTorch
A PyTorch implementation of Connected Components Labeling
Reda-Abdellah/CRFasRNNLayer
Conditional Random Fields as Recurrent Neural Networks (Tensorflow)
Reda-Abdellah/deepIQA
NR and FR IQA models based on Deep Convolutional Neural Networks
Reda-Abdellah/deepmedic
Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans
Reda-Abdellah/EvaluateSegmentation
A program to evaluate the quality of image segmentations.
Reda-Abdellah/focal-tversky-unet
This repo contains the code for our paper "A novel focal Tversky loss function and improved Attention U-Net for lesion segmentation" accepted at IEEE ISBI 2019.
Reda-Abdellah/gans-awesome-applications
Curated list of awesome GAN applications and demo
Reda-Abdellah/H-DenseUNet
TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes
Reda-Abdellah/imbalanced-regression
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
Reda-Abdellah/imgclsmob
Sandbox for training convolutional networks for computer vision
Reda-Abdellah/lpips-tensorflow
Tensorflow port for the Learned Perceptual Image Patch Similarity (LPIPS) metric.
Reda-Abdellah/manifold-diffusion
Diffusion on manifolds for image retrieval
Reda-Abdellah/MRI_2D_Visualization_Quality_Check
Reda-Abdellah/NiftyNet
An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
Reda-Abdellah/nn-transfer
Convert trained PyTorch models to Keras, and the other way around
Reda-Abdellah/open_ms_data
Open MS Data
Reda-Abdellah/PerceptualSimilarity
Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.
Reda-Abdellah/pySuStaIn
Subtype and Stage Inference (SuStaIn) algorithm with an example using simulated data.
Reda-Abdellah/RedNet
This is an official release of the RedNet architecture.
Reda-Abdellah/robot-surgery-segmentation
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
Reda-Abdellah/SASSnet
Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images
Reda-Abdellah/segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Reda-Abdellah/TP_SE
Reda-Abdellah/WiMSE
A collection of jupyter notebooks designed to provide a comprehensive exploration of concepts related to white matter segmentation.